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Papers matching “learning potential” 1,966

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The State of Software Engineering Practices for Machine Learning
2022 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Software Engineering Techniques and Practices Open access

Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser

0

citations
A Novel Approach to Designing Surrogate-assisted Genetic Algorithms by Combining Efficient Learning of Walsh Coefficients and Dependencies
2021 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Arkadiy Dushatskiy, Tanja Alderliesten, Peter A. N. Bosman

14

citations
Exploring Open-world Continual Learning with Knowns-Unknowns Knowledge Transfer
2025 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access

Yujie Li, Guangda Lai, Xin Yang, Yonghao Li, Marcello Bonsangue, Tianrui Li

3

citations
Recognition of American Sign Language Gestures Based On Electromyogram (EMG) Signal With XGBoost Machine Learning
2021 International Conference on Machine Learning, Big Data and Business Intelligence (MLBDBI) conference-paper Engineering Muscle activation and electromyography studies

Hanrui Chen, Tianyu Qin, Yuehan Zhang, Biqiang Guan

7

citations
FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering
2023 Expert Systems with Applications article Computer Science Machine Learning and Algorithms Open access

Ricky Maulana Fajri, Akrati Saxena, Yulong Pei, Mykola Pechenizkiy

6

citations
FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering
2022 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Ricky Maulana Fajri, Akrati Saxena, Mykola Pechenizkiy

0

citations
Event-Based Update of Synapses in Voltage-Based Learning Rules
2021 Frontiers in Neuroinformatics article Neuroscience Neural dynamics and brain function Open access

Jonas Stapmanns, Jan Hahne, Moritz Helias, Matthias Bolten, Markus Diesmann, David Dahmen

5

citations
Film as the Engine for Learning
2021 Projections article Health Professions Film in Education and Therapy Open access

Winnifred Wijnker, Ed S. Tan, Arthur Bakker, Tamara A. J. M. van Gog, Paul H. M. Drijvers

4

citations
Improving the Timing Resolution of Positron Emission Tomography Detectors Using Boosted Learning—A Residual Physics Approach
2023 IEEE Transactions on Neural Networks and Learning Systems article Physics and Astronomy Radiation Detection and Scintillator Technologies Open access

Stephan Naunheim, Yannick Kuhl, David Schug, Volkmar Schulz, Florian Mueller

24

citations
Exploring chemistry and catalysis by biasing skewed distributions via deep learning
2026 Nature Communications article Materials Science Machine Learning in Materials Science Open access

Zhikun Zhang, GiovanniMaria Piccini

5

citations
A structural machine learning approach for rapid prediction of thermodynamically destabilizing tyrosine phosphorylations
2025 Cell Reports Methods article Biochemistry, Genetics and Molecular Biology Machine Learning in Bioinformatics Open access

Jaie C. Woodard, Atena Malemir Chegini, Jian Tian, Rupa Bhowmick, Subramaniam Pennathur, Alireza Mashaghi, +2 more

4

citations
A Machine Learning based approach to predict road rutting considering uncertainty
2024 Case Studies in Construction Materials article Engineering Asphalt Pavement Performance Evaluation Open access

Ke Chen, Mehran Eskandari Torbaghan, Nick H. Thom, Álvaro García, Asaad Faramarzi, David Chapman

17

citations
Mapping tree species diversity across the Amazon using remote sensing, diverse environmental data and machine learning
2026 International Journal of Applied Earth Observation and Geoinformation article Environmental Science Remote Sensing in Agriculture Open access

Shoyo Nakamura, Nandin‐Erdene Tsendbazar, Hans ter Steege, Lars Hein, Jannik Schultner

0

citations
Virtual sensor based on machine learning for estimating gearbox input loads in wind turbines
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Machine Fault Diagnosis Techniques Open access

Baher Azzam

0

citations
Fabrication forecasting of laser powder bed fusion processes with deep learning models
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Additive Manufacturing Materials and Processes Open access

0

citations
Medical educators’ beliefs about teaching, learning, and knowledge: development of a new framework
2021 BMC Medical Education article Medicine Innovations in Medical Education Open access

Marleen W. Ottenhoff- de Jonge, Iris van der Hoeven, Neil Gesundheit, Roeland Matthijs van der Rijst, Anneke W. M. Kramer

26

citations
Medical educators’ beliefs about teaching, learning, and knowledge: development of a new framework
2021 Research Square preprint Medicine Innovations in Medical Education Open access

Marleen W. Ottenhoff- de Jonge, Iris van der Hoeven, Neil Gesundheit, Roeland Matthijs van der Rijst, Anneke W. M. Kramer

0

citations
Machine learning for battery quality classification and lifetime prediction using formation data
2024 Energy and AI article Engineering Advanced Battery Technologies Research Open access

Yingbo Gao, Moritz H. Frieges, Achim Kampker, Weihan Li

35

citations
Forecasting beyond the storm: machine learning models for offshore wind power under operational constraints
2026 IET conference proceedings. conference-paper Engineering Energy Load and Power Forecasting

Nuray Agaoglu, Monika Chavan, Gopika Dinesh, Ina Fendel, Jan Dobschinski

0

citations
Classification of Recurrence Status After Surgical Treatment of Chronic Subdural Hemorrhage – A Machine Learning Approach
2026 Brain and Spine article Medicine Neurosurgical Procedures and Complications Open access

Hussam Hamou, Julius M. Kernbach, Hani Ridwan, Kimberley Rodrian, Hans Clusamnn, Anke Höllig, +1 more

0

citations
Classification of Recurrence Status After Surgical Treatment of Chronic Subdural Hemorrhage – A Machine Learning Approach
2026 medRxiv preprint Medicine Neurosurgical Procedures and Complications Open access

Hussam Aldin Hamou, Julius M. Kernbach, Hani Ridwan, Kimberley Rodrian, Hans Clusmann, Anke Höllig, +1 more

0

citations
Tackling multiphysics problems via finite element guided physics-informed operator learning
2026 Results in Engineering article Physics and Astronomy Model Reduction and Neural Networks Open access

Yusuke Yamazaki, Reza Najian Asl, Markus Apel, Mayu Muramatsu, Shahed Rezaei

2

citations
Deep learning-based single image super-resolution for low-field MR brain images
2022 Scientific Reports article Computer Science Advanced Image Processing Techniques Open access cited by 4 patents

M. L. de Leeuw den Bouter, Giuseppe Ippolito, Thomas O’Reilly, Rob Remis, Martin B. van Gijzen, ANDREW G. WEBB

95

citations
Machine learning-based meta-analysis reveals gut microbiome alterations associated with Parkinson’s disease
2025 Nature Communications review Biochemistry, Genetics and Molecular Biology Gut microbiota and health Open access

Stefano Romano, Jakob Wirbel, Rebecca Ansorge, Christian Schudoma, Quinten R. Ducarmon, Arjan Narbad

70

citations
Automated model discovery for tensional homeostasis: Constitutive machine learning in growth and remodeling
2025 Computers in Biology and Medicine article Engineering Elasticity and Material Modeling Open access

Hagen Holthusen, Tim Brepols, Kevin Linka, Ellen Kuhl

22

citations